Changeset 14029 for branches/crossvalidation-2434/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression

Timestamp:

07/08/16 14:40:02 (8 years ago)

Author:

gkronber

Message:

#2434: merged trunk changes r12934:14026 from trunk to branch

Location:

branches/crossvalidation-2434

Files:

• . (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis (modified) (1 prop)
• HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleModel.cs (modified) (2 diffs)
• HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleSolution.cs (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionModel.cs (modified) (1 diff)
• HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblemData.cs (modified) (1 diff)

branches/crossvalidation-2434/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleModel.cs

@@ -1 +1 @@
 #region License Information
 /* HeuristicLab
- * Copyright (C) 2002-2015 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
+ * Copyright (C) 2002-2016 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
  *
  * This file is part of HeuristicLab.
@@ -20 +20 @@
 #endregion
 
+using System;
 using System.Collections.Generic;
 namespace HeuristicLab.Problems.DataAnalysis {
   public interface IRegressionEnsembleModel : IRegressionModel {
     void Add(IRegressionModel model);
+    void Add(IRegressionModel model, double weight);
+    void AddRange(IEnumerable<IRegressionModel> models);
+    void AddRange(IEnumerable<IRegressionModel> models, IEnumerable<double> weights);
+
     void Remove(IRegressionModel model);
+    void RemoveRange(IEnumerable<IRegressionModel> models);
+
     IEnumerable<IRegressionModel> Models { get; }
+    IEnumerable<double> ModelWeights { get; }
+
+    double GetModelWeight(IRegressionModel model);
+    void SetModelWeight(IRegressionModel model, double weight);
+
+    bool AverageModelEstimates { get; set; }
+
+    event EventHandler Changed;
+
     IEnumerable<IEnumerable<double>> GetEstimatedValueVectors(IDataset dataset, IEnumerable<int> rows);
+    IEnumerable<double> GetEstimatedValues(IDataset dataset, IEnumerable<int> rows, Func<int, IRegressionModel, bool> modelSelectionPredicate);
   }
 }

branches/crossvalidation-2434/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionEnsembleSolution.cs

@@ -27 +27 @@
     new RegressionEnsembleProblemData ProblemData { get; set; }
     IItemCollection<IRegressionSolution> RegressionSolutions { get; }
-    IEnumerable<IEnumerable<double>> GetEstimatedValueVectors(IDataset dataset, IEnumerable<int> rows);
+    IEnumerable<IEnumerable<double>> GetEstimatedValueVectors(IEnumerable<int> rows);
   }
 }

branches/crossvalidation-2434/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionModel.cs

@@ -25 +25 @@
     IEnumerable<double> GetEstimatedValues(IDataset dataset, IEnumerable<int> rows);
     IRegressionSolution CreateRegressionSolution(IRegressionProblemData problemData);
+    string TargetVariable { get; }
   }
 }

branches/crossvalidation-2434/HeuristicLab.Problems.DataAnalysis/3.4/Interfaces/Regression/IRegressionProblemData.cs

@@ -20 +20 @@
 #endregion
 
+using System.Collections.Generic;
+
 namespace HeuristicLab.Problems.DataAnalysis {
   public interface IRegressionProblemData : IDataAnalysisProblemData {
     string TargetVariable { get; set; }
+
+    IEnumerable<double> TargetVariableValues { get; }
+    IEnumerable<double> TargetVariableTrainingValues { get; }
+    IEnumerable<double> TargetVariableTestValues { get; }
   }
 }